About Me
Hi, I'm Prarthana, an aspiring Data Scientist passionate about solving complex problems and creating data-driven solutions. Iām pursuing Computer Science Engineering (Data Science specialization) with hands-on experience in Machine Learning, Data Analysis, and Python.
Highlights:
- Kaggle Master with 10+ published notebooks on ML & Data Analysis.
- Ranked 420th in Coding World Cup (40,000+ participants).
- 4ā LeetCode & 3ā GeeksforGeeks, strong in algorithms & problem-solving.
- Skilled in TensorFlow, PyTorch, Power BI, scikit-learn, and exploring advanced AI/Deep Learning.
- Authored 10+ articles on Medium & contributed to open-source projects.
What I Bring: A mix of technical expertise, creative problem-solving, and enthusiasm for collaborationāaimed at delivering impactful business results.
Letās connect! š Excited to contribute my passion, skills, and continuous learning mindset to your teamās success.
My Skills
Primary Skills
Python
IntermediateMachine Learning
IntermediateDeep Learning
BeginnerGenerative AI (GenAI)
BeginnerLarge Language Models (LLMs)
BeginnerLangChain
BeginnerLlamaIndex
BeginnerLangGraph
BeginnerVector Databases
BeginnerAgentic AI
BeginnerNatural Language Processing (NLP)
IntermediateTensorFlow
BeginnerPyTorch
BeginnerKeras
BeginnerPower BI
BeginnerOther Skills
SQL
BeginnerGit
IntermediateOOPS
IntermediatePandas
BeginnerMatplotlib & Seaborn
IntermediateHugging Face Transformers
BeginnerGCP
BeginnerVS Code
Intermediate
My Journey
Work Experience
Data Science Intern
Celebal Technologies | May 2025 - July 2025Spam Email Detection using NLP
- Developed advanced machine learning models for spam email detection using NLP techniques, achieving exceptional accuracy and significantly reducing false positives.
- Built a Spam Email Detection model with 95%+ accuracy.
- Reduced false positives by 80% using advanced NLP & ML techniques.
- Collaborated in sprint reviews with senior mentors.
- Worked on model evaluation, optimization, and production-ready pipelines.
Loan Approval Insights Chatbot
- Built a chatbot to answer user queries related to loan approval using FAISS and Sentence Transformers.
- Processed the Loan Prediction dataset to extract key insights (Credit History, Income, Education, Property Area, etc.).
- Implemented FAISS vector search for efficient retrieval of relevant information.
- Enabled the chatbot to provide explainable insights and suggest possible questions to users.
- Tech Stack: Python, Pandas, FAISS, HuggingFace Transformers
Recent Works
Generative AI Projects
šMy Portfolio
Gemini Pro ChatBot
MultiTask AI
YouTube AI Notes Converter
AI-Powered SQL Query Generator
Gemini Invoice Analyzer
š Gemini Health App - Calorie Estimator
NLP Projects
Smart Resume Analyzer
SMS Spam Detector
WhatsApp Chat Analyzer
Deep Learning Project
Potato Disease Classification
Machine Learning Projects
Bangalore House Price Predictor
Car Price Predictor
Health Insurance Cost Prediction Model
Graduate Admission Prediction
Bank Customer Churn Prediction
